AI · 2h ago
Reproducible AI outputs can still be lies
Reproducibility in AI agents proves consistency, not truth. Pinning inputs and hashing pipelines ensures the same answer each time, but doesn't verify the inputs themselves are genuine. An adversary can feed doctored data and the system will faithfully reproduce a wrong result.
Meridian48 take
The article rightly warns that cryptographic proof of reproducibility is not proof of correctness, a nuance often lost in AI verification hype.
ai-verificationreproducibility